YASA (Yet Another Spindle Algorithm) is a sleep analysis toolbox in Python. YASA includes several fast and convenient command-line functions to: Perform automatic sleep staging. Detect sleep spindles, slow-waves, and rapid eye movements on single and multi-channel EEG data. Reject major artifacts on single or multi-channel EEG data. Perform advanced spectral analyses: spectral bandpower, phase-amplitude coupling, event-locked analyses, 1/f, and more! Manipulate hypnogram and calculate sleep statistics.

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  1. Julien Siebert, Janek GroƟ, Christof Schroth: A systematic review of Python packages for time series analysis (2021) arXiv